Kimi K3.1 Pro is an open-weight, natively multimodal agentic model, and our most capable 3T-class model to date. Post-trained from Kimi K3 with large-scale joint reinforcement learning across hundreds of downstream domains, it is the first model in the K3.1 series. With a…
Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure, metadata-driven access to an enterprise data lake. Exposing a new dataset requires only a JSON file, with no per-dataset integration code.
A customer just agreed to fund nearly all of IREN's chips upfront, yet cash is draining and debt is climbing fast. Why would anyone pay that much early, and what does it reveal about the $6 billion gap still unfunded?
TSMC is drafting plans to make 3D DRAM memory chips at Nvidia's request, The Information reports, a move that would pit it against Samsung and SK Hynix.
Google is shutting down Firebase Studio, its browser-based tool for building apps. Developers must move their projects out by March 22, 2027, when the service e
Voice AI demos have become surprisingly easy to build. With a real-time model, a microphone and a good prompt, a team can create something impressive quickly. But a demo is usually a controlled environment: clean audio, a stable network, cooperative users and readily available data.
Large language models (LLMs) can improve solutions to verifiable scientific and algorithmic problems by spending additional computation at test time. Recent systems achieve strong results with increasingly elaborate evolutionary search harnesses or by updating model parameters…
Structure-mapping forms analogies by aligning systems of relationally connected elements based on shared structure instead of surface features. We introduce a new structure-mapping algorithm: Structure-Mapping with Tight Bounds (SMTB) that is 5--15x faster than the…
Rapid intensification (RI) remains one of the most consequential and difficult aspects of tropical cyclone (TC) forecasting. Although full-physics numerical weather prediction models can represent the processes governing RI, resolving storm-environment interactions remains…